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LeanPool.ConnesRigidity.Foundation.OperatorAlgebra.SpectralDetection

The spectral detection component of the Connes rigidity formalization.

theorem Connes.measure_detection_gap_of_uniform_primitive_counts {α : Type u_1} {ι : Type u_2} [MeasurableSpace α] (μ : MeasureTheory.Measure α) (primitive : Finset ι) (detect : ιSet α) [DecidableRel fun (x : α) (v : ι) => x detect v] (active : Set α) (e : ι) (he : e primitive) (hdetect : vprimitive, MeasurableSet (detect v)) (hactive : MeasurableSet active) (hpointwise : xactive, primitive.card 7 * {vprimitive | x detect v}.card) (huniform : vprimitive, μ (detect v) = μ (detect e)) :
μ active 7 * μ (detect e)
theorem Connes.measureReal_detection_gap_of_uniform_primitive_counts {α : Type u_1} {ι : Type u_2} [MeasurableSpace α] (μ : MeasureTheory.Measure α) [MeasureTheory.IsFiniteMeasure μ] (primitive : Finset ι) (detect : ιSet α) [DecidableRel fun (x : α) (v : ι) => x detect v] (active : Set α) (e : ι) (he : e primitive) (hdetect : vprimitive, MeasurableSet (detect v)) (hactive : MeasurableSet active) (hpointwise : xactive, primitive.card 7 * {vprimitive | x detect v}.card) (huniform : vprimitive, μ (detect v) = μ (detect e)) :
μ.real active 7 * μ.real (detect e)
theorem Connes.measureReal_iUnion_le_of_monotone {α : Type u_1} [MeasurableSpace α] (μ : MeasureTheory.Measure α) [MeasureTheory.IsFiniteMeasure μ] (U : Set α) (hmono : Monotone U) {c : } (hbound : ∀ (n : ), μ.real (U n) c) :
μ.real (⋃ (n : ), U n) c
theorem Connes.probability_detection_gap_of_exhaustion {α : Type u_1} [MeasurableSpace α] (μ : MeasureTheory.ProbabilityMeasure α) (zero : α) (U : Set α) (hzero : MeasurableSet {zero}) (hmono : Monotone U) (hunion : ⋃ (n : ), U n = {zero}) {p : } (hbound : ∀ (n : ), (↑μ).real (U n) 7 * p) :
1 / 7 * (1 - (↑μ).real {zero}) p